NDC1 and heart failure: Second, although bioinformatics analysis has revealed the correlation between NDC1, NUP133, and TRMT11 with the activity of the nicotinamide metabolic pathway, these genes have not yet been verified through functional experiments to directly regulate NAD+ metabolism and participate in the pathogenesis of heart failure.